New Methods in Earth Observation

Our Methods in Context

8/27/2018

Announcements

Overview of EO Limits

Physical Limits 1

Physical Limits 2

Physical limits 3

Methodological Limits

Societal Limits

The Combined Effect of Limits

Innovation Pushing Back Limits 1

Left: max. resolution versus year of launch (Belward & Skøien, 2015), Right: number of launches (Radtke et al, 2017)

Left: max. resolution versus year of launch (Belward & Skøien, 2015), Right: number of launches (Radtke et al, 2017)

Limits Addressed

How Our Methods Fit In

Innovation Pushing Back Limits 2

geowiki.org

geowiki.org

Limits Addressed

How Our Methods Fit In

Innovation Pushing Back Limits 3

Gaveau et al (2014)

Gaveau et al (2014)

Limits Addressed

How Our Methods Fit In

Innovations Pushing Back Limits 4

Limits Addressed

How Our Methods Fit In

Innovations Pushing Back Limits 5

Luo et al (2018): STAIR

Luo et al (2018): STAIR

SCYM

Scalable Yield Mapper Results

Scalable Yield Mapper Results

Limits Addressed

How Our Methods Fit In

Innovations Pushing Back Limits 6

Azavea Deep Learning for Semantic Segmentation of Aerial Imagery

Azavea Deep Learning for Semantic Segmentation of Aerial Imagery

Limits Addressed

How Our Methods Fit In

Lei and Luisa’s slide of Debat et al (2016) method

Lei and Luisa’s slide of Debat et al (2016) method

How Our Methods Fit In

Active learning

Active learning

Innovations Pushing Back Limits 7

Global Surface Water{width = 80%}

Limits Addressed

How Our Methods Fit In

Installations